Microsoft AB-410 Exam : Building Intelligent Applications

AB-410
  • Exam Code: AB-410
  • Exam Name: Building Intelligent Applications
  • Updated: Jul 24, 2026
  • Q & A: 91 Questions and Answers

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Microsoft AB-410 Exam Syllabus Topics:

SectionWeightObjectives
Create a foundation for intelligent applications25-30%- Build data models in Dataverse
  • 1. Create and modify tables and columns
    • 2. Configure relationships and constraints
      • 3. Configure calculated, rollup, prompt, and summary columns
        • 4. Configure forms, views, and security
          - Design Microsoft Power Platform solutions using AI-enabled tools
          • 1. Evaluate built-in agents for business solutions
            • 2. Apply ALM strategy and solution design
              • 3. Recommend extensibility options
                • 4. Recommend environment types
                  • 5. Analyze requirements to identify components and implementation options
                    Create intelligent applications25-30%- Create canvas apps
                    • 1. Implement error handling and testing
                      • 2. Use Power Fx and reusable components
                        • 3. Build apps using data sources
                          • 4. Integrate Copilot Studio agents
                            - Create model-driven apps
                            • 1. Design forms and views
                              • 2. Manage access and security roles
                                • 3. Build dashboards and charts
                                  • 4. Create apps using natural language tools
                                    Build business application logic and automation40-45%- Create cloud flows
                                    • 1. Implement conditions, loops, and error handling
                                      • 2. Use connectors and approvals
                                        • 3. Design triggers and actions
                                          - AI prompts and models
                                          • 1. Consume AI models in apps and flows
                                            • 2. Configure prompt inputs and knowledge sources
                                              • 3. Build prompts using AI Hub templates
                                                - Business logic
                                                • 1. Evaluate business automation use cases
                                                  • 2. Implement calculated and formula columns
                                                    • 3. Configure business rules and process flows

                                                      Microsoft Building Intelligent Applications Sample Questions:

                                                      1. A company builds a canvas app to display and manipulate large datasets across multiple screens.
                                                      Users report the app takes a long time to load data when opened.
                                                      You need to optimize performance when the app is started.
                                                      What are three actions you can perform? Each correct answer presents a complete solution.
                                                      NOTE: Each correct selection is worth one point.

                                                      A) Move data transformation logic from the source to Power Fx.
                                                      B) Use the ClearCollect() function to cache data.
                                                      C) Enable preloading in app settings.
                                                      D) Remove data retrieval calls from the App.OnStart.
                                                      E) Use the Concurrent() function for data retrieval calls.


                                                      2. A company is using Microsoft Dataverse.
                                                      You must integrate Dataverse with a third-party AI service. The solution requires authentication and custom request handling to send and receive data.
                                                      You need to enable the integration.
                                                      What should you do?

                                                      A) Configure an environment variable.
                                                      B) Use a classic workflow.
                                                      C) Use an AI Builder model.
                                                      D) Create a custom connector.


                                                      3. A company maintains an AI-enabled Power Platform solution that includes prompts, cloud flows, and Dataverse components. The solution is deployed to a production environment.
                                                      The company requires the following updates to the solution:
                                                      - New features must be released regularly.
                                                      - Updates must be validated before release.
                                                      - Deployed updates must be able to be removed from production if
                                                      necessary.
                                                      You need to update the solution while maintaining release control and following Microsoft best practices.
                                                      What should you do?

                                                      A) Update the development environment. Deploy the solution as unmanaged.
                                                      B) Modify the development customizations file. Deploy to production.
                                                      C) Update the development environment. Deploy the solution as managed.
                                                      D) Update the development environment. Run solution checker.


                                                      4. Case Study 2 - Fabrikam Inc
                                                      Background
                                                      Fabrikam Inc. is an energy provider that operates wind and solar farms across multiple countries and regions. The company uses Microsoft Power Platform to manage asset maintenance, technician workflows, and predictive analytics.
                                                      Field technicians use canvas apps on mobile devices to capture inspection and repair data.
                                                      Operations managers use model-driven apps to monitor asset performance and maintenance history.
                                                      The company plans to enhance its platform by introducing AI-driven insights, improving reuse across applications, and establishing a formal application lifecycle management (ALM) strategy.
                                                      Current environment
                                                      Applications
                                                      Field technicians use an outdated mobile app to log maintenance activities and capture asset readings in SharePoint Online.
                                                      Operations managers use a model-driven app to review maintenance records and asset performance trends.
                                                      Development practices
                                                      Developers build and modify applications directly in the production environment.
                                                      There is NO structured ALM process.
                                                      Solutions are NOT consistently used to package or deploy application components.
                                                      Reusable components are inconsistently implemented across apps, leading to duplication.
                                                      AI integration
                                                      Fabrikam Inc. plans to actively explore generative AI usage as part of the next phase of work.
                                                      Business requirement
                                                      Application development
                                                      The outdated mobile app must be replaced with a new app that supports responsive design principles, provides full control over the UI, and allows technicians to take and upload photos directly from their mobile devices.
                                                      The new app for the field technicians requires the name of the technician to be persisted on the home screen only. In addition, work orders must be displayed within a gallery.
                                                      All new apps must connect to a scalable, cloud-based relational data store.
                                                      Apps must support efficient data entry for technicians in the field.
                                                      Reusable UI elements must be implemented to reduce duplication.
                                                      AI capabilities
                                                      The company requires a generative AI solution to manage customer complaint responses and create custom inspection reports that align to an existing template.
                                                      Customer complaint responses must be generated in applications and based on emails being sent to a mailbox.
                                                      Custom AI development must be minimized.
                                                      Generative AI reusability
                                                      Generative AI solutions must accept dynamic inputs to adapt to different scenarios.
                                                      Generative AI solutions must be reusable across different Power Platform services.
                                                      Extensibility
                                                      Custom UI form components must be reusable across applications.
                                                      Use of server-side custom code must be minimized where possible.
                                                      Technical requirements
                                                      Application lifecycle management (ALM)
                                                      Separate environments must be used for development, testing, and production.
                                                      Solutions must be used to package application components, segmented based on functional areas.
                                                      Managed solutions must be deployed to the production environment.
                                                      Validation must occur before deployment to production.
                                                      Data processing
                                                      Aggregated values across related rows must be displayed for reporting.
                                                      Calculations must update automatically as new data is entered. Calculation data must be limited to a maximum length of 10.
                                                      Issues
                                                      Duplicate logic exists across multiple canvas apps.
                                                      Developers frequently overwrite changes in production.
                                                      Generative AI solutions produce inconsistent outputs due to missing or inconsistent inputs.
                                                      Maintenance metrics are not consistently calculated across related rows.
                                                      You need to provide a solution for field technicians to create custom inspection reports natively within the new app. What should you do?

                                                      A) Use a paginated report.
                                                      B) Create a Word template.
                                                      C) Use a custom prompt.


                                                      5. You create a parent entity and a child entity. The parent entity has a 1:N relationship with the child entity.
                                                      You need to ensure that when the owner changes on the parent record that all child records are assigned to the new owner.
                                                      You need to configure the relationship behavior type.
                                                      What should you use?

                                                      A) Restrict
                                                      B) Referential
                                                      C) Parental
                                                      D) Referential, Restrict Delete


                                                      Solutions:

                                                      Question # 1
                                                      Answer: B,D,E
                                                      Question # 2
                                                      Answer: D
                                                      Question # 3
                                                      Answer: C
                                                      Question # 4
                                                      Answer: C
                                                      Question # 5
                                                      Answer: C

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